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Install in OpenClaw
/install reikys-hallucination-guard
Description
Execution-based verification guardrail with 14 check items for AI agent output
Usage Guidance
This skill appears to do what it says: a checklist of concrete commands to verify agent outputs. Before using it, decide where the checks will run — locally, in a sandbox, or on a remote runner — because the scripts read local paths and may query external URLs. Don’t blindly add the auto-execution snippet to your system prompt unless you want these checks to run on every agent task; consider running on-demand or restricting scope to non-sensitive files. Verify presence and safety of invoked tools (curl, python, node, jq, etc.) in your environment, and inspect any output before sharing it externally. If you need higher assurance, run the checks in an isolated environment (container/VM) or review/modify the SKILL.md to remove checks you don’t want performed.
Capability Assessment
Purpose & Capability
The name/description (execution-based verification with 14 checks) matches the SKILL.md contents: the file contains concrete, actionable checks (file existence, binary presence, URL checks, syntax checks, numerical sourcing, consistency checks, etc.). The skill requests no credentials or installs, which is reasonable for an instruction-only verification tool.
Instruction Scope
SKILL.md explicitly instructs running shell commands (stat, ls, command -v, curl, python/node/jq, bash -n, etc.) against local paths and external URLs. That behavior is coherent for verification, but the instructions access local filesystem state and make network requests — both are privacy-sensitive. The guide also suggests auto-execution in the system prompt, which would cause these checks to run frequently unless the user limits scope.
Install Mechanism
No install spec and no bundled code — lowest-risk delivery model. The skill relies on standard system tools being present but does not download or install anything.
Credentials
The skill requests no environment variables, credentials, or config paths. Its checks reference common binaries and network endpoints but do not require secrets; this is proportionate to the stated purpose.
Persistence & Privilege
Skill metadata does not force persistence (always: false) and allows normal autonomous invocation. The SKILL.md suggests adding the guard to the system prompt for auto-execution; that is a user action (not enforced by the skill) but would increase runtime frequency and blast radius if adopted — users should be cautious about automatic invocation on every task.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reikys-hallucination-guard - After installation, invoke the skill by name or use
/reikys-hallucination-guard - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Translated all content to English
v1.0.0
hallucination-guard v1.0.0
- Initial release.
- Provides 14 execution-based checklists to validate AI agent outputs for hallucinations in areas such as paths, commands, library/package names, numeric claims, completeness, consistency, and deliverable existence.
- Offers quick and full check modes, with specific shell and PowerShell commands for each validation category.
- Reports results in structured PASS/FAIL format, enabling actionable, reliable AI output verification.
- Documentation available in Korean, with detailed sample commands and criteria for each check.
Metadata
Frequently Asked Questions
What is Hallucination Guard?
Execution-based verification guardrail with 14 check items for AI agent output. It is an AI Agent Skill for Claude Code / OpenClaw, with 155 downloads so far.
How do I install Hallucination Guard?
Run "/install reikys-hallucination-guard" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Hallucination Guard free?
Yes, Hallucination Guard is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Hallucination Guard support?
Hallucination Guard is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Hallucination Guard?
It is built and maintained by reikys (@reikys); the current version is v1.0.1.
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